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[This corrects the article DOI: 10.3389/fcvm.2026.1885027.].
Three-dimensional echocardiography is used to comprehensively assess right ventricular contractile pattern in HT patients to develop a unique, stabilized RV contraction pattern by one year, characterized by a shift from longitudinal to radial dominance.
Echo-DFCNN achieves simultaneous and precise assessment of LVEF and GLS in the study cohorts, demonstrating its potential for robust performance across a wide range of cardiac functions, different image qualities, and machine types.
How AI can surpass the limitations of traditional imaging indicators by leveraging unsupervised clustering to unearth potential high-risk phenotypes and integrating multimodal data to predict adverse outcomes is explored.
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